Pandas Profiling Report

Dataset statistics

Number of variables	13
Number of observations	75630
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	2204
Duplicate rows (%)	2.9%
Total size in memory	7.5 MiB
Average record size in memory	104.0 B

Variable types

NUM	10
CAT	3

Warnings

Dataset has 2204 (2.9%) duplicate rows	Duplicates
`Date` has a high cardinality: 1096 distinct values	High cardinality
`Net_Cost` is highly correlated with `Basic_Cost` and 5 other fields	High correlation
`Basic_Cost` is highly correlated with `Net_Cost` and 5 other fields	High correlation
`Basic_Selling_Price` is highly correlated with `Basic_Cost` and 5 other fields	High correlation
`Selling_Price` is highly correlated with `Basic_Cost` and 5 other fields	High correlation
`Tax` is highly correlated with `Basic_Cost` and 5 other fields	High correlation
`Cash _Received` is highly correlated with `Basic_Cost` and 5 other fields	High correlation
`Profit` is highly correlated with `Basic_Cost` and 5 other fields	High correlation
`Discount` has 36306 (48.0%) zeros	Zeros

Reproduction

Analysis started	2022-04-03 00:04:36.277445
Analysis finished	2022-04-03 00:05:37.705974
Duration	1 minute and 1.43 second
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

Item
Categorical

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	590.9 KiB

Mid Night Deal	8325
Zinger Combo	8325
Bucket of Fries	6815
Hot Wings	5311
Xtreme Box	5290
Other values (14)	41564

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Mid Night Deal	8325	11.0%
Zinger Combo	8325	11.0%
Bucket of Fries	6815	9.0%
Hot Wings	5311	7.0%
Xtreme Box	5290	7.0%
Chicky Meal	5280	7.0%
Nuggests	4537	6.0%
chicken Piece	3778	5.0%
Arabian Rice	3776	5.0%
Pizza Twister	3043	4.0%
Other values (9)	21150	28.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	18
Median length	12
Mean length	11.92977654
Min length	7

Date
Categorical

HIGH CARDINALITY

Distinct	1096
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	590.9 KiB

20-Feb-12	135
20-Feb-11	135
20-Feb-13	135
18-Feb-11	104
18-Feb-13	104
Other values (1091)	75017

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
20-Feb-12	135	0.2%
20-Feb-11	135	0.2%
20-Feb-13	135	0.2%
18-Feb-11	104	0.1%
18-Feb-13	104	0.1%
18-Feb-12	104	0.1%
23-Feb-12	100	0.1%
23-Feb-11	100	0.1%
23-Feb-13	100	0.1%
31-Dec-11	99	0.1%
Other values (1086)	74514	98.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Quantity
Real number (ℝ_≥0)

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10.62968399
Minimum	1
Maximum	45
Zeros	0
Zeros (%)	0.0%
Memory size	590.9 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	6
median	11
Q3	15
95-th percentile	19
Maximum	45
Range	44
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.559944001
Coefficient of variation (CV)	0.523058259
Kurtosis	-1.0972715
Mean	10.62968399
Median Absolute Deviation (MAD)	5
Skewness	-0.09990373168
Sum	803923
Variance	30.91297729
Monotocity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
16	6319	8.4%
12	5664	7.5%
6	5294	7.0%
13	4889	6.5%
15	4136	5.5%
11	4124	5.5%
2	4095	5.4%
9	3856	5.1%
7	3785	5.0%
18	3729	4.9%
Other values (18)	29739	39.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3283	4.3%
2	4095	5.4%
3	3366	4.5%
4	3431	4.5%
5	2348	3.1%

Value	Count	Frequency (%)
45	2	< 0.1%
30	1	< 0.1%
26	1	< 0.1%
25	5	< 0.1%
24	4	< 0.1%

Unit_Cost
Real number (ℝ_≥0)

Distinct	38
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	437.9152453
Minimum	0
Maximum	1600
Zeros	10
Zeros (%)	< 0.1%
Memory size	590.9 KiB

Quantile statistics

Minimum	0
5-th percentile	110
Q1	250
median	350
Q3	510
95-th percentile	1150
Maximum	1600
Range	1600
Interquartile range (IQR)	260

Descriptive statistics

Standard deviation	316.9864231
Coefficient of variation (CV)	0.7238533631
Kurtosis	3.251742571
Mean	437.9152453
Median Absolute Deviation (MAD)	120
Skewness	1.848236067
Sum	33119530
Variance	100480.3924
Monotocity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
350	7800	10.3%
360	4322	5.7%
220	3617	4.8%
320	3360	4.4%
550	3348	4.4%
530	3116	4.1%
110	3029	4.0%
90	3017	4.0%
510	2859	3.8%
380	2840	3.8%
Other values (28)	38322	50.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10	< 0.1%
90	3017	4.0%
110	3029	4.0%
120	1293	1.7%
140	1200	1.6%

Value	Count	Frequency (%)
1600	773	1.0%
1550	719	1.0%
1500	765	1.0%
1150	1810	2.4%
1100	1679	2.2%

Basic_Cost
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	464
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4631.44916
Minimum	0
Maximum	40500
Zeros	10
Zeros (%)	< 0.1%
Memory size	590.9 KiB

Quantile statistics

Minimum	0
5-th percentile	460
Q1	1650
median	3520
Q3	5850
95-th percentile	13800
Maximum	40500
Range	40500
Interquartile range (IQR)	4200

Descriptive statistics

Standard deviation	4578.533457
Coefficient of variation (CV)	0.9885746984
Kurtosis	8.392388159
Mean	4631.44916
Median Absolute Deviation (MAD)	2080
Skewness	2.544365951
Sum	350276500
Variance	20962968.61
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1800	1047	1.4%
4200	956	1.3%
3300	920	1.2%
5600	849	1.1%
6300	825	1.1%
4800	754	1.0%
2100	749	1.0%
1440	745	1.0%
5760	649	0.9%
3960	645	0.9%
Other values (454)	67491	89.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10	< 0.1%
90	211	0.3%
110	129	0.2%
120	56	0.1%
140	87	0.1%

Value	Count	Frequency (%)
40500	1	< 0.1%
32000	100	0.1%
31000	32	< 0.1%
30400	5	< 0.1%
30000	113	0.1%

Delivery_Cost
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	590.9 KiB

100	44779
120	30851

Frequencies
Length

Value	Count	Frequency (%)
100	44779	59.2%
120	30851	40.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Net_Cost
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	751
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4739.607563
Minimum	100
Maximum	40600
Zeros	0
Zeros (%)	0.0%
Memory size	590.9 KiB

Quantile statistics

Minimum	100
5-th percentile	570
Q1	1750
median	3640
Q3	5950
95-th percentile	13920
Maximum	40600
Range	40500
Interquartile range (IQR)	4200

Descriptive statistics

Standard deviation	4578.239994
Coefficient of variation (CV)	0.9659533902
Kurtosis	8.388573722
Mean	4739.607563
Median Absolute Deviation (MAD)	2060
Skewness	2.543840906
Sum	358456520
Variance	20960281.44
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1900	731	1.0%
4300	637	0.8%
3400	522	0.7%
1540	512	0.7%
1200	505	0.7%
820	504	0.7%
2200	444	0.6%
6400	443	0.6%
760	440	0.6%
4320	432	0.6%
Other values (741)	70460	93.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100	6	< 0.1%
120	4	< 0.1%
190	126	0.2%
210	153	0.2%
220	53	0.1%

Value	Count	Frequency (%)
40600	1	< 0.1%
32120	10	< 0.1%
32100	90	0.1%
31120	12	< 0.1%
31100	20	< 0.1%

Basic_Selling_Price
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	751
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6161.489832
Minimum	130
Maximum	52780
Zeros	0
Zeros (%)	0.0%
Memory size	590.9 KiB

Quantile statistics

Minimum	130
5-th percentile	741
Q1	2275
median	4732
Q3	7735
95-th percentile	18096
Maximum	52780
Range	52650
Interquartile range (IQR)	5460

Descriptive statistics

Standard deviation	5951.711992
Coefficient of variation (CV)	0.9659533902
Kurtosis	8.388573722
Mean	6161.489832
Median Absolute Deviation (MAD)	2678
Skewness	2.543840906
Sum	465993476
Variance	35422875.64
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2470	731	1.0%
5590	637	0.8%
4420	522	0.7%
2002	512	0.7%
1560	505	0.7%
1066	504	0.7%
2860	444	0.6%
8320	443	0.6%
988	440	0.6%
5616	432	0.6%
Other values (741)	70460	93.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
130	6	< 0.1%
156	4	< 0.1%
247	126	0.2%
273	153	0.2%
286	53	0.1%

Value	Count	Frequency (%)
52780	1	< 0.1%
41756	10	< 0.1%
41730	90	0.1%
40456	12	< 0.1%
40430	20	< 0.1%

Discount
Real number (ℝ_≥0)

ZEROS

Distinct	702
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	166.8677284
Minimum	0
Maximum	2639
Zeros	36306
Zeros (%)	48.0%
Memory size	590.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	31.85
Q3	256.1
95-th percentile	661.05
Maximum	2639
Range	2639
Interquartile range (IQR)	256.1

Descriptive statistics

Standard deviation	281.9941415
Coefficient of variation (CV)	1.689926172
Kurtosis	12.13126442
Mean	166.8677284
Median Absolute Deviation (MAD)	31.85
Skewness	3.052492163
Sum	12620206.3
Variance	79520.69583
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36306	48.0%
123.5	462	0.6%
279.5	358	0.5%
318.5	298	0.4%
310.7	287	0.4%
193.7	287	0.4%
143	285	0.4%
370.5	278	0.4%
120.9	272	0.4%
235.3	261	0.3%
Other values (692)	36536	48.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	36306	48.0%
6.5	4	< 0.1%
7.8	1	< 0.1%
12.35	124	0.2%
13.65	136	0.2%

Value	Count	Frequency (%)
2639	1	< 0.1%
2086.5	90	0.1%
2022.8	1	< 0.1%
2021.5	11	< 0.1%
1982.5	4	< 0.1%

Selling_Price
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1362
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5994.622104
Minimum	123.5
Maximum	50141
Zeros	0
Zeros (%)	0.0%
Memory size	590.9 KiB

Quantile statistics

Minimum	123.5
5-th percentile	728
Q1	2262
median	4680
Q3	7582.9
95-th percentile	17784
Maximum	50141
Range	50017.5
Interquartile range (IQR)	5320.9

Descriptive statistics

Standard deviation	5767.503362
Coefficient of variation (CV)	0.9621129176
Kurtosis	8.180287113
Mean	5994.622104
Median Absolute Deviation (MAD)	2600
Skewness	2.515167581
Sum	453373269.7
Variance	33264095.03
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2346.5	462	0.6%
4446	412	0.5%
5310.5	358	0.5%
988	318	0.4%
1560	314	0.4%
6051.5	298	0.4%
5161	291	0.4%
2002	290	0.4%
3680.3	287	0.4%
5903.3	287	0.4%
Other values (1352)	72313	95.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
123.5	4	< 0.1%
130	2	< 0.1%
148.2	1	< 0.1%
156	3	< 0.1%
234.65	124	0.2%

Value	Count	Frequency (%)
50141	1	< 0.1%
41756	10	< 0.1%
40456	11	< 0.1%
40430	9	< 0.1%
39676	1	< 0.1%

Tax
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1362
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1019.085758
Minimum	20.995
Maximum	8523.97
Zeros	0
Zeros (%)	0.0%
Memory size	590.9 KiB

Quantile statistics

Minimum	20.995
5-th percentile	123.76
Q1	384.54
median	795.6
Q3	1289.093
95-th percentile	3023.28
Maximum	8523.97
Range	8502.975
Interquartile range (IQR)	904.553

Descriptive statistics

Standard deviation	980.4755716
Coefficient of variation (CV)	0.9621129176
Kurtosis	8.180287113
Mean	1019.085758
Median Absolute Deviation (MAD)	442
Skewness	2.515167581
Sum	77073455.85
Variance	961332.3465
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
398.905	462	0.6%
755.82	412	0.5%
902.785	358	0.5%
167.96	318	0.4%
265.2	314	0.4%
1028.755	298	0.4%
877.37	291	0.4%
340.34	290	0.4%
625.651	287	0.4%
1003.561	287	0.4%
Other values (1352)	72313	95.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20.995	4	< 0.1%
22.1	2	< 0.1%
25.194	1	< 0.1%
26.52	3	< 0.1%
39.8905	124	0.2%

Value	Count	Frequency (%)
8523.97	1	< 0.1%
7098.52	10	< 0.1%
6877.52	11	< 0.1%
6873.1	9	< 0.1%
6744.92	1	< 0.1%

Cash _Received
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1362
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7013.707861
Minimum	144.495
Maximum	58664.97
Zeros	0
Zeros (%)	0.0%
Memory size	590.9 KiB

Quantile statistics

Minimum	144.495
5-th percentile	851.76
Q1	2646.54
median	5475.6
Q3	8871.993
95-th percentile	20807.28
Maximum	58664.97
Range	58520.475
Interquartile range (IQR)	6225.453

Descriptive statistics

Standard deviation	6747.978934
Coefficient of variation (CV)	0.9621129176
Kurtosis	8.180287113
Mean	7013.707861
Median Absolute Deviation (MAD)	3042
Skewness	2.515167581
Sum	530446725.5
Variance	45535219.69
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2745.405	462	0.6%
5201.82	412	0.5%
6213.285	358	0.5%
1155.96	318	0.4%
1825.2	314	0.4%
7080.255	298	0.4%
6038.37	291	0.4%
2342.34	290	0.4%
4305.951	287	0.4%
6906.861	287	0.4%
Other values (1352)	72313	95.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
144.495	4	< 0.1%
152.1	2	< 0.1%
173.394	1	< 0.1%
182.52	3	< 0.1%
274.5405	124	0.2%

Value	Count	Frequency (%)
58664.97	1	< 0.1%
48854.52	10	< 0.1%
47333.52	11	< 0.1%
47303.1	9	< 0.1%
46420.92	1	< 0.1%

Profit
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1376
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1255.014541
Minimum	23.5
Maximum	9636
Zeros	0
Zeros (%)	0.0%
Memory size	590.9 KiB

Quantile statistics

Minimum	23.5
5-th percentile	152.75
Q1	462
median	982.3
Q3	1586.25
95-th percentile	3654.24
Maximum	9636
Range	9612.5
Interquartile range (IQR)	1124.25

Descriptive statistics

Standard deviation	1203.916507
Coefficient of variation (CV)	0.9592849075
Kurtosis	8.032400532
Mean	1255.014541
Median Absolute Deviation (MAD)	542.85
Skewness	2.472160395
Sum	94916749.7
Variance	1449414.957
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
446.5	462	0.6%
1010.5	358	0.5%
360	314	0.4%
1151.5	298	0.4%
1191	291	0.4%
462	290	0.4%
700.3	287	0.4%
1123.3	287	0.4%
517	285	0.4%
1290	279	0.4%
Other values (1366)	72479	95.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
23.5	4	< 0.1%
28.2	1	< 0.1%
30	2	< 0.1%
36	3	< 0.1%
44.65	124	0.2%

Value	Count	Frequency (%)
9636	10	< 0.1%
9541	1	< 0.1%
9336	11	< 0.1%
9330	9	< 0.1%
9156	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

First rows

	Item	Date	Quantity	Unit_Cost	Basic_Cost	Delivery_Cost	Net_Cost	Basic_Selling_Price	Discount	Selling_Price	Tax	Cash _Received	Profit
0	Soft Drink	01-Jan-11	17	110	1870	120	1990	2587	129.35	2457.65	417.8005	2875.4505	467.65
1	Hot Wings	01-Jan-11	3	390	1170	120	1290	1677	83.85	1593.15	270.8355	1863.9855	303.15
2	Pizza Twister	01-Jan-11	8	350	2800	100	2900	3770	0.00	3770.00	640.9000	4410.9000	870.00
3	Hot Wings	01-Jan-11	2	390	780	120	900	1170	0.00	1170.00	198.9000	1368.9000	270.00
4	Xtreme Box	01-Jan-11	4	1050	4200	100	4300	5590	0.00	5590.00	950.3000	6540.3000	1290.00
5	Mid Night Deal	01-Jan-11	17	320	5440	100	5540	7202	360.10	6841.90	1163.1230	8005.0230	1301.90
6	Hot Wings	01-Jan-11	1	390	390	100	490	637	31.85	605.15	102.8755	708.0255	115.15
7	Mid Night Deal	01-Jan-11	10	320	3200	100	3300	4290	0.00	4290.00	729.3000	5019.3000	990.00
8	Bucket of Fries	01-Jan-11	7	220	1540	120	1660	2158	107.90	2050.10	348.5170	2398.6170	390.10
9	Nuggests	01-Jan-11	9	300	2700	100	2800	3640	0.00	3640.00	618.8000	4258.8000	840.00

Last rows

	Item	Date	Quantity	Unit_Cost	Basic_Cost	Delivery_Cost	Net_Cost	Basic_Selling_Price	Discount	Selling_Price	Tax	Cash _Received	Profit
75620	Mineral Water	31-Dec-13	14	90	1260	120	1380	1794	89.70	1704.30	289.7310	1994.0310	324.30
75621	Zinger Combo	31-Dec-13	13	510	7150	100	7250	9425	471.25	8953.75	1522.1375	10475.8875	1703.75
75622	Hot Wings	31-Dec-13	6	390	2580	100	2680	3484	0.00	3484.00	592.2800	4076.2800	804.00
75623	Super Spicy Burger	31-Dec-13	18	310	6300	100	6400	8320	416.00	7904.00	1343.6800	9247.6800	1504.00
75624	Zinger Combo	31-Dec-13	6	510	3300	100	3400	4420	221.00	4199.00	713.8300	4912.8300	799.00
75625	Mineral Water	31-Dec-13	11	90	990	120	1110	1443	0.00	1443.00	245.3100	1688.3100	333.00
75626	Bucket of Fries	31-Dec-13	1	220	250	100	350	455	22.75	432.25	73.4825	505.7325	82.25
75627	Chicky Meal	31-Dec-13	11	350	4180	100	4280	5564	0.00	5564.00	945.8800	6509.8800	1284.00
75628	Pizza Twister	31-Dec-13	20	350	7600	120	7720	10036	501.80	9534.20	1620.8140	11155.0140	1814.20
75629	Bucket of Fries	31-Dec-13	18	220	4500	100	4600	5980	0.00	5980.00	1016.6000	6996.6000	1380.00

Most frequent

	Item	Date	Quantity	Unit_Cost	Basic_Cost	Delivery_Cost	Net_Cost	Basic_Selling_Price	Discount	Selling_Price	Tax	Cash _Received	Profit	count
160	Bucket of Fries	20-Feb-13	6	250	1500	100	1600	2080	104.00	1976.00	335.9200	2311.9200	376.00	3
171	Bucket of Fries	22-Jul-12	2	230	460	120	580	754	0.00	754.00	128.1800	882.1800	174.00	3
193	Bucket of Fries	25-Apr-13	20	250	5000	100	5100	6630	331.50	6298.50	1070.7450	7369.2450	1198.50	3
612	Hot Wings	06-Apr-13	16	430	6880	100	6980	9074	0.00	9074.00	1542.5800	10616.5800	2094.00	3
733	Mid Night Deal	01-Feb-12	15	350	5250	100	5350	6955	347.75	6607.25	1123.2325	7730.4825	1257.25	3
742	Mid Night Deal	01-Sep-13	12	360	4320	100	4420	5746	287.30	5458.70	927.9790	6386.6790	1038.70	3
845	Mid Night Deal	08-Jul-12	20	350	7000	100	7100	9230	461.50	8768.50	1490.6450	10259.1450	1668.50	3
866	Mid Night Deal	10-Aug-12	18	350	6300	100	6400	8320	416.00	7904.00	1343.6800	9247.6800	1504.00	3
988	Mid Night Deal	19-Aug-12	18	350	6300	100	6400	8320	416.00	7904.00	1343.6800	9247.6800	1504.00	3
1100	Mid Night Deal	27-Jun-12	17	350	5950	100	6050	7865	393.25	7471.75	1270.1975	8741.9475	1421.75	3

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequent